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Automation Risk Analysis

Will “Moisture Tester” be Automated?

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AI Exposure Risk

26%

“Moisture Tester” will almost certainly not be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 26% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

54%

“Moisture Tester” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 54% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Agricultural Technicians, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Work with agricultural scientists in plant, fiber, and animal research, or assist with animal breeding and nutrition. Set up or maintain laboratory equipment and collect samples from crops or animals. Prepare specimens or record data to assist scientists in biology or related life science experiments. Conduct tests and experiments to improve yield and quality of crops or to increase the resistance of plants and animals to disease or insects.

Avg. Annual Salary $49,680
Avg. Hourly Wage $23.88
Available Jobs (US) 14,340
Job Title & Hierarchy Code (SOC) Agricultural Technicians #19-4012
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Agricultural Technicians”

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Core Skills & Abilities

  • Perform general nursery duties, such as propagating standard varieties of plant materials, collecting and germinating seeds, maintaining cuttings of plants, or controlling environmental conditions.

  • Prepare data summaries, reports, or analyses that include results, charts, or graphs to document research findings and results.

  • Perform crop production duties, such as tilling, hoeing, pruning, weeding, or harvesting crops.

  • Conduct insect or plant disease surveys.

  • Maintain or repair agricultural facilities, equipment, or tools to ensure operational readiness, safety, and cleanliness.

  • Supervise or train agricultural technicians or farm laborers.

  • Perform laboratory or field testing, using spectrometers, nitrogen determination apparatus, air samplers, centrifuges, or potential hydrogen (pH) meters to perform tests.

  • Perform tests on seeds to evaluate seed viability.

  • Examine animals or crop specimens to determine the presence of diseases or other problems.

  • Record data pertaining to experimentation, research, or animal care.

  • Measure or weigh ingredients used in laboratory testing.

  • Respond to general inquiries or requests from the public.

  • Operate farm machinery, including tractors, plows, mowers, combines, balers, sprayers, earthmoving equipment, or trucks.

  • Transplant trees, vegetables, or horticultural plants.

  • Conduct studies of nitrogen or alternative fertilizer application methods, quantities, or timing to ensure satisfaction of crop needs and minimization of leaching, runoff, or denitrification.

  • Prepare or present agricultural demonstrations.

  • Supervise pest or weed control operations, including locating and identifying pests or weeds, selecting chemicals and application methods, or scheduling application.

  • Assess comparative soil erosion from various planting or tillage systems, such as conservation tillage with mulch or ridge till systems, no-till systems, or conventional tillage systems with or without moldboard plows.

  • Set up laboratory or field equipment as required for site testing.

  • Prepare culture media, following standard procedures.

  • Devise cultural methods or environmental controls for plants for which guidelines are sketchy or nonexistent.

  • Determine the germination rates of seeds planted in specified areas.

  • Collect animal or crop samples.

  • Prepare laboratory samples for analysis, following proper protocols to ensure that they will be stored, prepared, and disposed of efficiently and effectively.

  • Record environmental data from field samples of soil, air, water, or pests to monitor the effectiveness of integrated pest management (IPM) practices.

  • Prepare land for cultivated crops, orchards, or vineyards by plowing, discing, leveling, or contouring.

Technologies & Software

  • Gemini for Workspace
  • Web browser software
  • Microsoft Excel
  • Microsoft PowerPoint
  • Microsoft Office software
  • Consensus
  • Spreadsheet software
  • Mistral AI (chat/models)
  • Microsoft Word
  • Perplexity AI
  • Geographic information system GIS systems
  • Global positioning system GPS software
  • Email software
  • Scite AI
  • SAP software
  • Claude (Anthropic)
  • Word processing software
  • Desktop publishing software
  • Microsoft Outlook
  • Semantic Scholar AI
  • Statistical software
  • NotebookLM (Google)
  • Elicit
  • Microsoft Access
  • Infrared lamps
  • Bed shapers
  • Mowers
  • Chisel cultivators
  • Pruning shears
  • Cultivators
  • Soil sterilizers
  • Soil moisture neutron probes
  • Agricultural tractors
  • Insect collectors
  • Sample vials
  • Granule applicators
  • Livestock scales
  • Metal inert gas MIG welders
  • Tracked bulldozers
  • Personal digital assistants PDA
  • Ladders
  • Aerosol foggers
  • Planters
  • Trenchers
  • Hypodermic syringes
  • Egg setters or hatchers
  • Milking machines
  • Compound binocular light microscopes
  • Laboratory separators
  • Portable refractometers
  • Fertilizer or seed spreaders
  • Nitrogen test meters
  • Power dusters
  • Heavy cargo trucks
  • Elastrator bands
  • Sweep cultivator shovels
  • Air samplers
  • Egg incubators
  • Power saws
  • Chemical sprayers
  • Animal chutes
  • Vaccination syringes
  • Harrows
  • Laboratory mechanical convection incubators
  • Surface thermometers
  • Notebook computers
  • Temperature gauges
  • Milk cooling equipment
  • Weight meters
  • Planting sleds
  • Animal tatooers
  • Animal measuring sticks
  • Balers
  • Artificial insemination syringes
  • pH meters
  • Crop sprayers
  • Threshers
  • Spectrometers
  • Personal computers
  • Animal head-locks
  • Pollen collectors
  • Callicrate banding systems
  • Benchtop centrifuges
  • Weather instruments
  • Blood collection syringes
  • Rakes
  • Drying ovens
  • Reach pole saws
  • Tablet computers
  • Steam autoclaves
  • Shielded arc welding tools
  • Steam sterilizers
  • Light trucks
  • Reverse osmosis systems
  • Harvesters
  • Electronic counters
  • Temperature controlled reach-in growth chambers
  • Desktop computers
  • Moisture meters
  • Laser printers
  • Dipping vats
  • Gas welders
  • Aerosol generators
  • Plows
  • Grain augers
  • Spray-dip machines
  • Combine harvesters
  • Air compressors
  • Water samplers
  • Disks
  • Vacuum blood collection tubes
  • Electronic bench scales

Alternative Job Titles